8
RAG Development
From ingestion and chunking to retrieval quality and grounded responses
Data & Indexing
- Ingestion Pipeline
- Chunking Strategy
- Embeddings Basics
- Metadata & Filtering
Retrieval Layer
- Vector Similarity Search
- Hybrid Search
- Reranking
- Query Rewriting
Generation Layer
- Context Assembly
- Grounded Prompting
- Citation Formatting
- Fallback Behavior
Evaluation & Ops
- RAG Metrics Baseline
- Eval Dataset
- Observability
- Deployment Checklist